diff --git a/frontend/src/api/modules/ai.ts b/frontend/src/api/modules/ai.ts
index c6fde896af2b..7c4ba994934e 100644
--- a/frontend/src/api/modules/ai.ts
+++ b/frontend/src/api/modules/ai.ts
@@ -200,8 +200,13 @@ export const updateAgentAccount = (req: AI.AgentAccountUpdateReq) => {
     return http.post(`/ai/agents/accounts/update`, req);
 };
 
-export const pageAgentAccounts = (req: AI.AgentAccountSearch) => {
-    return http.post<ResPage<AI.AgentAccountItem>>(`/ai/agents/accounts/search`, req);
+export const pageAgentAccounts = (req: AI.AgentAccountSearch, currentNode?: string) => {
+    return http.post<ResPage<AI.AgentAccountItem>>(
+        `/ai/agents/accounts/search`,
+        req,
+        undefined,
+        currentNode ? { CurrentNode: currentNode } : undefined,
+    );
 };
 
 export const getAgentAccountModels = (req: AI.AgentAccountModelReq) => {
diff --git a/frontend/src/assets/images/ai-providers/aliyun.webp b/frontend/src/assets/images/ai-providers/aliyun.webp
new file mode 100644
index 000000000000..8750f3a4ff10
Binary files /dev/null and b/frontend/src/assets/images/ai-providers/aliyun.webp differ
diff --git a/frontend/src/assets/images/ai-providers/anthropic.png b/frontend/src/assets/images/ai-providers/anthropic.png
new file mode 100644
index 000000000000..f0b5d7c58480
Binary files /dev/null and b/frontend/src/assets/images/ai-providers/anthropic.png differ
diff --git a/frontend/src/assets/images/ai-providers/deepseek.png b/frontend/src/assets/images/ai-providers/deepseek.png
new file mode 100644
index 000000000000..aadbb5813cfd
Binary files /dev/null and b/frontend/src/assets/images/ai-providers/deepseek.png differ
diff --git a/frontend/src/assets/images/ai-providers/gemini.webp b/frontend/src/assets/images/ai-providers/gemini.webp
new file mode 100644
index 000000000000..8b3cb6a19cf9
Binary files /dev/null and b/frontend/src/assets/images/ai-providers/gemini.webp differ
diff --git a/frontend/src/assets/images/ai-providers/kimi.svg b/frontend/src/assets/images/ai-providers/kimi.svg
new file mode 100644
index 000000000000..209edf3b9dac
--- /dev/null
+++ b/frontend/src/assets/images/ai-providers/kimi.svg
@@ -0,0 +1,4 @@
+<svg width="24" height="25" viewBox="0 0 24 25" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M21.7202 0.939941C22.9502 0.939941 23.9502 1.93994 23.9502 3.16994C23.9502 4.39994 22.9502 5.39994 21.7202 5.39994H19.7502C19.6002 5.39994 19.4902 5.27994 19.4902 5.13994V3.16994C19.4902 1.93994 20.4902 0.939941 21.7202 0.939941Z" fill="#1783FF"/>
+<path d="M9.39 13.9501L17.82 5.59012C17.98 5.43012 17.89 5.12012 17.68 5.12012H13.14C13.14 5.12012 13.04 5.14012 13 5.18012L3.92 14.1901C3.78 14.3301 3.57 14.2101 3.57 13.9801V5.39012C3.57 5.24012 3.47 5.12012 3.35 5.12012H0.219999C0.0999993 5.12012 0 5.24012 0 5.39012V23.9201C0 24.0701 0.0999993 24.1901 0.219999 24.1901H3.35C3.47 24.1901 3.57 24.0701 3.57 23.9201V20.1401C3.57 20.0601 3.6 19.9801 3.65 19.9301L6.47 17.1401C6.54 17.0701 6.63 17.0601 6.71 17.1101L14.24 22.6501C15.47 23.4801 16.85 23.9901 18.25 24.1401C18.37 24.1501 18.48 24.0301 18.48 23.8701V20.3101C18.48 20.1701 18.4 20.0601 18.29 20.0501C17.47 19.9201 16.66 19.6001 15.94 19.1101L9.42 14.3901C9.28 14.3001 9.27 14.0701 9.39 13.9501Z" fill="black"/>
+</svg>
diff --git a/frontend/src/assets/images/ai-providers/minimax.ico b/frontend/src/assets/images/ai-providers/minimax.ico
new file mode 100644
index 000000000000..38c0025dc131
Binary files /dev/null and b/frontend/src/assets/images/ai-providers/minimax.ico differ
diff --git a/frontend/src/assets/images/ai-providers/ollama.webp b/frontend/src/assets/images/ai-providers/ollama.webp
new file mode 100644
index 000000000000..9439f95eb295
Binary files /dev/null and b/frontend/src/assets/images/ai-providers/ollama.webp differ
diff --git a/frontend/src/assets/images/ai-providers/openai.svg b/frontend/src/assets/images/ai-providers/openai.svg
new file mode 100644
index 000000000000..b31e398972ad
--- /dev/null
+++ b/frontend/src/assets/images/ai-providers/openai.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 20 20"><path d="M11.248 18.25q-.825 0-1.568-.314a4.3 4.3 0 0 1-1.32-.874 4 4 0 0 1-1.304.214 4 4 0 0 1-2.046-.544 4.27 4.27 0 0 1-1.518-1.485 4 4 0 0 1-.56-2.095q0-.48.131-1.04A4.4 4.4 0 0 1 2.04 10.71a4.07 4.07 0 0 1 .017-3.4 4.2 4.2 0 0 1 1.056-1.418 3.8 3.8 0 0 1 1.6-.842 3.9 3.9 0 0 1 .76-1.683q.593-.759 1.451-1.188a4.04 4.04 0 0 1 1.832-.429q.825 0 1.567.313.742.314 1.32.875a4 4 0 0 1 1.304-.215q1.106 0 2.046.545a4.14 4.14 0 0 1 1.501 1.485q.578.941.578 2.095 0 .48-.132 1.04.66.61 1.023 1.419.363.792.363 1.666 0 .892-.38 1.717a4.3 4.3 0 0 1-1.072 1.435 3.8 3.8 0 0 1-1.584.825 3.8 3.8 0 0 1-.775 1.683 4.06 4.06 0 0 1-1.436 1.188 4.04 4.04 0 0 1-1.832.429m-4.076-2.062q.825 0 1.435-.347l3.103-1.782a.36.36 0 0 0 .164-.313v-1.42L7.881 14.62a.67.67 0 0 1-.726 0l-3.118-1.798a.5.5 0 0 1-.017.115v.198q0 .841.396 1.551.413.693 1.139 1.089a3.2 3.2 0 0 0 1.617.412m.165-2.69a.4.4 0 0 0 .181.05q.083 0 .165-.05l1.238-.71-3.977-2.31a.7.7 0 0 1-.363-.643v-3.58q-.825.362-1.32 1.122a2.9 2.9 0 0 0-.495 1.65q0 .809.413 1.55.412.743 1.072 1.123zm3.91 3.663q.875 0 1.585-.396a2.96 2.96 0 0 0 1.534-2.64v-3.564a.32.32 0 0 0-.165-.297l-1.254-.726v4.604a.7.7 0 0 1-.363.643l-3.119 1.799a3 3 0 0 0 1.783.577m.627-6.039V8.878L10.01 7.822 8.129 8.878v2.244l1.881 1.056zM7.057 5.859a.7.7 0 0 1 .363-.644l3.119-1.798a3 3 0 0 0-1.782-.578q-.874 0-1.584.396A2.96 2.96 0 0 0 6.05 4.324a3.07 3.07 0 0 0-.396 1.551v3.547q0 .199.165.314l1.237.726zm8.383 7.887q.825-.364 1.303-1.123.495-.758.495-1.65a3.15 3.15 0 0 0-.412-1.55q-.413-.743-1.073-1.123l-3.086-1.782q-.099-.065-.181-.049a.3.3 0 0 0-.165.05l-1.238.692 3.993 2.327a.6.6 0 0 1 .264.264.64.64 0 0 1 .1.363zm-3.317-8.382a.63.63 0 0 1 .726 0l3.135 1.831v-.297q0-.792-.396-1.501a2.86 2.86 0 0 0-1.105-1.155q-.71-.43-1.65-.43-.825 0-1.436.347L8.294 5.941a.36.36 0 0 0-.165.314v1.418z"/></svg>
\ No newline at end of file
diff --git a/frontend/src/assets/images/ai-providers/openrouter.png b/frontend/src/assets/images/ai-providers/openrouter.png
new file mode 100644
index 000000000000..8ad0460b5e50
Binary files /dev/null and b/frontend/src/assets/images/ai-providers/openrouter.png differ
diff --git a/frontend/src/assets/images/ai-providers/vllm.svg b/frontend/src/assets/images/ai-providers/vllm.svg
new file mode 100644
index 000000000000..6b9e5d1df89b
--- /dev/null
+++ b/frontend/src/assets/images/ai-providers/vllm.svg
@@ -0,0 +1 @@
+<svg version="1.1" viewBox="0.0 0.0 96.0 96.0" fill="none" stroke="none" stroke-linecap="square" stroke-miterlimit="10" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns="http://www.w3.org/2000/svg"><clipPath id="g31e21232314_0_33.0"><path d="m0 0l96.0 0l0 96.0l-96.0 0l0 -96.0z" clip-rule="nonzero"/></clipPath><g clip-path="url(#g31e21232314_0_33.0)"><path fill="#d9d9d9" d="m41.04961 80.271324l1.8897629 0l0 2.3307114l-1.8897629 0z" fill-rule="evenodd"/><path fill="#d9d9d9" d="m42.221855 81.45145l1.8897629 0l0 2.3307037l-1.8897629 0z" fill-rule="evenodd"/><g filter="url(#shadowFilter-g31e21232314_0_33.1)"><use xlink:href="#g31e21232314_0_33.1" transform="matrix(1.0 0.0 0.0 1.0 0.0 2.0)"/></g><defs><filter id="shadowFilter-g31e21232314_0_33.1" filterUnits="userSpaceOnUse"><feGaussianBlur in="SourceAlpha" stdDeviation="2.0" result="blur"/><feComponentTransfer in="blur" color-interpolation-filters="sRGB"><feFuncR type="linear" slope="0" intercept="0.0"/><feFuncG type="linear" slope="0" intercept="0.0"/><feFuncB type="linear" slope="0" intercept="0.0"/><feFuncA type="linear" slope="0.0" intercept="0"/></feComponentTransfer></filter></defs><g id="g31e21232314_0_33.1"><path fill="#d9d9d9" d="m42.22417 28.470434l0 55.307083l-27.653543 -55.307083z" fill-rule="evenodd"/></g><g filter="url(#shadowFilter-g31e21232314_0_33.2)"><use xlink:href="#g31e21232314_0_33.2" transform="matrix(1.0 0.0 0.0 1.0 0.0 2.0)"/></g><defs><filter id="shadowFilter-g31e21232314_0_33.2" filterUnits="userSpaceOnUse"><feGaussianBlur in="SourceAlpha" stdDeviation="2.0" result="blur"/><feComponentTransfer in="blur" color-interpolation-filters="sRGB"><feFuncR type="linear" slope="0" intercept="0.0"/><feFuncG type="linear" slope="0" intercept="0.0"/><feFuncB type="linear" slope="0" intercept="0.0"/><feFuncA type="linear" slope="0.0" intercept="0"/></feComponentTransfer></filter></defs><g id="g31e21232314_0_33.2"><path fill="#d9d9d9" d="m42.223038 83.77752l21.729656 0l18.653545 -70.385826l-25.574802 13.461943z" fill-rule="evenodd"/></g><g filter="url(#shadowFilter-g31e21232314_0_33.3)"><use xlink:href="#g31e21232314_0_33.3" transform="matrix(1.0 0.0 0.0 1.0 0.0 2.0)"/></g><defs><filter id="shadowFilter-g31e21232314_0_33.3" filterUnits="userSpaceOnUse"><feGaussianBlur in="SourceAlpha" stdDeviation="2.0" result="blur"/><feComponentTransfer in="blur" color-interpolation-filters="sRGB"><feFuncR type="linear" slope="0" intercept="0.0"/><feFuncG type="linear" slope="0" intercept="0.0"/><feFuncB type="linear" slope="0" intercept="0.0"/><feFuncA type="linear" slope="0.0" intercept="0"/></feComponentTransfer></filter></defs><g id="g31e21232314_0_33.3"><path fill="#fdb515" d="m41.0477 27.293962l0 55.30709l-27.653542 -55.30709z" fill-rule="evenodd"/></g><g filter="url(#shadowFilter-g31e21232314_0_33.4)"><use xlink:href="#g31e21232314_0_33.4" transform="matrix(1.0 0.0 0.0 1.0 0.0 2.0)"/></g><defs><filter id="shadowFilter-g31e21232314_0_33.4" filterUnits="userSpaceOnUse"><feGaussianBlur in="SourceAlpha" stdDeviation="2.0" result="blur"/><feComponentTransfer in="blur" color-interpolation-filters="sRGB"><feFuncR type="linear" slope="0" intercept="0.0"/><feFuncG type="linear" slope="0" intercept="0.0"/><feFuncB type="linear" slope="0" intercept="0.0"/><feFuncA type="linear" slope="0.0" intercept="0"/></feComponentTransfer></filter></defs><g id="g31e21232314_0_33.4"><path fill="#30a2ff" d="m41.046566 82.60105l21.72966 0l18.653545 -70.385826l-25.574806 13.461943z" fill-rule="evenodd"/></g></g></svg>
\ No newline at end of file
diff --git a/frontend/src/assets/images/ai-providers/volcengine.png b/frontend/src/assets/images/ai-providers/volcengine.png
new file mode 100644
index 000000000000..87017b545d29
Binary files /dev/null and b/frontend/src/assets/images/ai-providers/volcengine.png differ
diff --git a/frontend/src/assets/images/ai-providers/xiaomi.ico b/frontend/src/assets/images/ai-providers/xiaomi.ico
new file mode 100644
index 000000000000..03477d242189
Binary files /dev/null and b/frontend/src/assets/images/ai-providers/xiaomi.ico differ
diff --git a/frontend/src/assets/images/ai-providers/zai.webp b/frontend/src/assets/images/ai-providers/zai.webp
new file mode 100644
index 000000000000..d239af6290d3
Binary files /dev/null and b/frontend/src/assets/images/ai-providers/zai.webp differ
diff --git a/frontend/src/components/agent-provider-logo/index.vue b/frontend/src/components/agent-provider-logo/index.vue
new file mode 100644
index 000000000000..37f16900d210
--- /dev/null
+++ b/frontend/src/components/agent-provider-logo/index.vue
@@ -0,0 +1,56 @@
+<template>
+    <span class="agent-provider-logo" :style="logoStyle" :aria-label="`${displayName || provider} logo`" role="img">
+        <img v-if="logo.src" class="agent-provider-logo__image" :src="logo.src" :alt="displayName || provider" />
+        <span v-else>{{ logo.mark }}</span>
+    </span>
+</template>
+
+<script setup lang="ts">
+import { computed } from 'vue';
+import { getAgentProviderLogo } from '@/utils/agent-provider-logo';
+
+const props = withDefaults(
+    defineProps<{
+        provider: string;
+        displayName?: string;
+        size?: number;
+    }>(),
+    {
+        displayName: '',
+        size: 16,
+    },
+);
+
+const logo = computed(() => getAgentProviderLogo(props.provider, props.displayName));
+const logoStyle = computed(() => ({
+    width: `${props.size}px`,
+    height: `${props.size}px`,
+    minWidth: `${props.size}px`,
+    background: logo.value.background,
+    color: logo.value.color,
+    fontSize: `${Math.max(10, Math.floor(props.size * 0.48))}px`,
+}));
+</script>
+
+<style scoped lang="scss">
+.agent-provider-logo {
+    display: inline-flex;
+    align-items: center;
+    justify-content: center;
+    font-weight: 700;
+    line-height: 1;
+    letter-spacing: 0;
+    user-select: none;
+    overflow: hidden;
+    box-sizing: border-box;
+    vertical-align: middle;
+    flex: 0 0 auto;
+}
+
+.agent-provider-logo__image {
+    display: block;
+    max-width: 100%;
+    max-height: 100%;
+    object-fit: contain;
+}
+</style>
diff --git a/frontend/src/components/mkdown-editor/index.vue b/frontend/src/components/mkdown-editor/index.vue
index 2f20d6898fe4..277beea56fb7 100644
--- a/frontend/src/components/mkdown-editor/index.vue
+++ b/frontend/src/components/mkdown-editor/index.vue
@@ -1,14 +1,9 @@
 <template>
-    <MdEditor
-        previewOnly
-        :model-value="props.content"
-        :sanitize="sanitizeHtml"
-        :theme="isDarkTheme ? 'dark' : 'light'"
-    />
+    <MdPreview :model-value="props.content" :sanitize="sanitizeHtml" :theme="isDarkTheme ? 'dark' : 'light'" />
 </template>
 
 <script lang="ts" setup>
-import { MdEditor } from 'md-editor-v3';
+import { MdPreview } from 'md-editor-v3';
 import 'md-editor-v3/lib/style.css';
 import DOMPurify from 'dompurify';
 
diff --git a/frontend/src/lang/modules/en.ts b/frontend/src/lang/modules/en.ts
index c4b4f158a065..0de07f1ad693 100644
--- a/frontend/src/lang/modules/en.ts
+++ b/frontend/src/lang/modules/en.ts
@@ -969,6 +969,7 @@ const message = {
             failedRequests: 'Failed Requests',
             averageTokenPerRequest: 'Avg Tokens/Request',
             callLogs: 'Call Logs',
+            usageKeywordPlaceholder: 'Search Request ID / model / upstream model / error message',
             attemptChain: 'Attempt Chain',
             attemptIndex: 'Call Order',
             noAttemptDetails: 'This request hit once; no fallback details',
diff --git a/frontend/src/lang/modules/es-es.ts b/frontend/src/lang/modules/es-es.ts
index 33b635e684f0..86e21cfdeb55 100644
--- a/frontend/src/lang/modules/es-es.ts
+++ b/frontend/src/lang/modules/es-es.ts
@@ -983,6 +983,7 @@ const message = {
             failedRequests: 'Solicitudes fallidas',
             averageTokenPerRequest: 'Tokens promedio/solicitud',
             callLogs: 'Registros de llamadas',
+            usageKeywordPlaceholder: 'Buscar Request ID / modelo / modelo upstream / mensaje de error',
             attemptChain: 'Cadena de intentos',
             attemptIndex: 'Orden de llamada',
             noAttemptDetails: 'Esta solicitud acertó en el primer intento; no hay detalles de fallback',
diff --git a/frontend/src/lang/modules/ja.ts b/frontend/src/lang/modules/ja.ts
index 23abc16c5069..6efef7e5c7a6 100644
--- a/frontend/src/lang/modules/ja.ts
+++ b/frontend/src/lang/modules/ja.ts
@@ -973,6 +973,7 @@ const message = {
             failedRequests: '失敗リクエスト',
             averageTokenPerRequest: '平均 Token/リクエスト',
             callLogs: '呼び出しログ',
+            usageKeywordPlaceholder: 'Request ID / モデル / 上流モデル / エラーメッセージを検索',
             attemptChain: '試行チェーン',
             attemptIndex: '呼び出し順',
             noAttemptDetails: 'このリクエストは 1 回で命中しました。fallback 明細はありません',
diff --git a/frontend/src/lang/modules/ko.ts b/frontend/src/lang/modules/ko.ts
index d0d49e21dbc8..94782427099b 100644
--- a/frontend/src/lang/modules/ko.ts
+++ b/frontend/src/lang/modules/ko.ts
@@ -957,6 +957,7 @@ const message = {
             failedRequests: '실패한 요청',
             averageTokenPerRequest: '평균 Token/요청',
             callLogs: '호출 로그',
+            usageKeywordPlaceholder: 'Request ID / 모델 / 업스트림 모델 / 오류 메시지 검색',
             attemptChain: '시도 체인',
             attemptIndex: '호출 순서',
             noAttemptDetails: '이 요청은 한 번에 적중했으며 fallback 상세가 없습니다',
diff --git a/frontend/src/lang/modules/ms.ts b/frontend/src/lang/modules/ms.ts
index 8c373988d95f..d09d8e1436e0 100644
--- a/frontend/src/lang/modules/ms.ts
+++ b/frontend/src/lang/modules/ms.ts
@@ -982,6 +982,7 @@ const message = {
             failedRequests: 'Permintaan gagal',
             averageTokenPerRequest: 'Purata Token/permintaan',
             callLogs: 'Log panggilan',
+            usageKeywordPlaceholder: 'Cari Request ID / model / model upstream / mesej ralat',
             attemptChain: 'Rantaian percubaan',
             attemptIndex: 'Urutan panggilan',
             noAttemptDetails: 'Permintaan ini berjaya sekali percubaan; tiada butiran fallback',
diff --git a/frontend/src/lang/modules/pt-br.ts b/frontend/src/lang/modules/pt-br.ts
index ff2301fb3719..a401c48ab900 100644
--- a/frontend/src/lang/modules/pt-br.ts
+++ b/frontend/src/lang/modules/pt-br.ts
@@ -978,6 +978,7 @@ const message = {
             failedRequests: 'Requisições com falha',
             averageTokenPerRequest: 'Média de Token/requisição',
             callLogs: 'Logs de chamadas',
+            usageKeywordPlaceholder: 'Pesquisar Request ID / modelo / modelo upstream / mensagem de erro',
             attemptChain: 'Cadeia de tentativas',
             attemptIndex: 'Ordem de chamada',
             noAttemptDetails: 'Esta requisição acertou na primeira tentativa; sem detalhes de fallback',
diff --git a/frontend/src/lang/modules/ru.ts b/frontend/src/lang/modules/ru.ts
index 0ed5031c1e6d..487d9c3cf5c7 100644
--- a/frontend/src/lang/modules/ru.ts
+++ b/frontend/src/lang/modules/ru.ts
@@ -972,6 +972,7 @@ const message = {
             failedRequests: 'Неуспешные запросы',
             averageTokenPerRequest: 'Среднее Token/запрос',
             callLogs: 'Журнал вызовов',
+            usageKeywordPlaceholder: 'Поиск по Request ID / модели / upstream-модели / сообщению об ошибке',
             attemptChain: 'Цепочка попыток',
             attemptIndex: 'Порядок вызова',
             noAttemptDetails: 'Запрос выполнен с первой попытки, деталей fallback нет',
diff --git a/frontend/src/lang/modules/tr.ts b/frontend/src/lang/modules/tr.ts
index 4af745b4502c..70fea9feca72 100644
--- a/frontend/src/lang/modules/tr.ts
+++ b/frontend/src/lang/modules/tr.ts
@@ -980,6 +980,7 @@ const message = {
             failedRequests: 'Başarısız istekler',
             averageTokenPerRequest: 'Ortalama Token/istek',
             callLogs: 'Çağrı günlükleri',
+            usageKeywordPlaceholder: 'Request ID / model / upstream model / hata mesajı ara',
             attemptChain: 'Deneme zinciri',
             attemptIndex: 'Çağrı sırası',
             noAttemptDetails: 'Bu istek tek denemede isabet etti; fallback ayrıntısı yok',
diff --git a/frontend/src/lang/modules/zh-Hant.ts b/frontend/src/lang/modules/zh-Hant.ts
index 2bd33479800b..38e8e265ce4e 100644
--- a/frontend/src/lang/modules/zh-Hant.ts
+++ b/frontend/src/lang/modules/zh-Hant.ts
@@ -917,6 +917,7 @@ const message = {
             failedRequests: '失敗請求',
             averageTokenPerRequest: '平均 Token/請求',
             callLogs: '呼叫日誌',
+            usageKeywordPlaceholder: '搜尋 Request ID / 模型 / 上游模型 / 錯誤資訊',
             attemptChain: '呼叫鏈路',
             attemptIndex: '調用順序',
             noAttemptDetails: '本次請求一次命中，無 fallback 明細',
diff --git a/frontend/src/lang/modules/zh.ts b/frontend/src/lang/modules/zh.ts
index 16cf3db53f5c..bd04bcfd2531 100644
--- a/frontend/src/lang/modules/zh.ts
+++ b/frontend/src/lang/modules/zh.ts
@@ -911,6 +911,7 @@ const message = {
             failedRequests: '失败请求',
             averageTokenPerRequest: '平均 Token/请求',
             callLogs: '调用日志',
+            usageKeywordPlaceholder: '搜索 Request ID / 模型 / 上游模型 / 错误信息',
             attemptChain: '调用链路',
             attemptIndex: '调用顺序',
             noAttemptDetails: '本次请求一次命中，无 fallback 明细',
diff --git a/frontend/src/utils/agent-provider-logo.ts b/frontend/src/utils/agent-provider-logo.ts
new file mode 100644
index 000000000000..263ea8e1261a
--- /dev/null
+++ b/frontend/src/utils/agent-provider-logo.ts
@@ -0,0 +1,168 @@
+export interface AgentProviderLogo {
+    src?: string;
+    mark: string;
+    background: string;
+    color: string;
+    borderColor?: string;
+    source?: string;
+}
+
+const asset = (name: string) => new URL(`../assets/images/ai-providers/${name}`, import.meta.url).href;
+
+const providerLogos: Record<string, AgentProviderLogo> = {
+    ollama: {
+        src: asset('ollama.webp'),
+        mark: 'OL',
+        background: '#ffffff',
+        color: '#111827',
+        borderColor: '#dcdfe6',
+        source: 'https://github.com/ollama/ollama/blob/main/docs/ollama-logo.svg',
+    },
+    vllm: {
+        src: asset('vllm.svg'),
+        mark: 'v',
+        background: '#ffffff',
+        color: '#4338ca',
+        borderColor: '#dcdfe6',
+        source: 'https://vllm.ai/vLLM-Logo.svg',
+    },
+    deepseek: {
+        src: asset('deepseek.png'),
+        mark: 'DS',
+        background: '#ffffff',
+        color: '#4d6bfe',
+        borderColor: '#dcdfe6',
+        source: 'https://cdn.deepseek.com/logo.png',
+    },
+    'bailian-coding-plan': {
+        src: asset('aliyun.webp'),
+        mark: 'QW',
+        background: '#ffffff',
+        color: '#ff6a00',
+        borderColor: '#dcdfe6',
+        source: 'https://www.alibabacloud.com/',
+    },
+    'ark-coding-plan': {
+        src: asset('volcengine.png'),
+        mark: 'AR',
+        background: '#ffffff',
+        color: '#1664ff',
+        borderColor: '#dcdfe6',
+        source: 'https://www.volcengine.com/',
+    },
+    zai: {
+        src: asset('zai.webp'),
+        mark: 'Z',
+        background: '#ffffff',
+        color: '#111827',
+        borderColor: '#dcdfe6',
+        source: 'https://z.ai/',
+    },
+    minimax: {
+        src: asset('minimax.ico'),
+        mark: 'MM',
+        background: '#ffffff',
+        color: '#2563eb',
+        borderColor: '#dcdfe6',
+        source: 'https://www.minimax.io/',
+    },
+    xiaomi: {
+        src: asset('xiaomi.ico'),
+        mark: 'MI',
+        background: '#ffffff',
+        color: '#ff6900',
+        borderColor: '#dcdfe6',
+        source: 'https://www.mi.com/favicon.ico',
+    },
+    kimi: {
+        src: asset('kimi.svg'),
+        mark: 'KM',
+        background: '#ffffff',
+        color: '#111827',
+        borderColor: '#dcdfe6',
+        source: 'https://moonshotai.github.io/Branding-Guide/',
+    },
+    'kimi-coding': {
+        src: asset('kimi.svg'),
+        mark: 'KC',
+        background: '#ffffff',
+        color: '#111827',
+        borderColor: '#dcdfe6',
+        source: 'https://moonshotai.github.io/Branding-Guide/',
+    },
+    openai: {
+        src: asset('openai.svg'),
+        mark: 'AI',
+        background: '#ffffff',
+        color: '#111827',
+        borderColor: '#dcdfe6',
+        source: 'https://openai.com/brand/',
+    },
+    openrouter: {
+        src: asset('openrouter.png'),
+        mark: 'OR',
+        background: '#ffffff',
+        color: '#101828',
+        borderColor: '#dcdfe6',
+        source: 'https://openrouter.ai/',
+    },
+    anthropic: {
+        src: asset('anthropic.png'),
+        mark: 'A',
+        background: '#ffffff',
+        color: '#141413',
+        borderColor: '#dcdfe6',
+        source: 'https://www.anthropic.com/',
+    },
+    gemini: {
+        src: asset('gemini.webp'),
+        mark: 'G',
+        background: '#ffffff',
+        color: '#1a73e8',
+        borderColor: '#dcdfe6',
+        source: 'https://gemini.google.com/',
+    },
+    moonshot: {
+        src: asset('kimi.svg'),
+        mark: 'MS',
+        background: '#ffffff',
+        color: '#111827',
+        borderColor: '#dcdfe6',
+        source: 'https://moonshotai.github.io/Branding-Guide/',
+    },
+};
+
+const fallbackLogo: AgentProviderLogo = {
+    mark: 'AI',
+    background: '#f5f7fa',
+    color: '#606266',
+    borderColor: '#dcdfe6',
+};
+
+const normalizeProvider = (provider?: string) =>
+    String(provider || '')
+        .trim()
+        .toLowerCase();
+
+const buildFallbackMark = (provider?: string, displayName?: string) => {
+    const source = String(displayName || provider || '').trim();
+    const asciiWords = source.match(/[a-zA-Z0-9]+/g) || [];
+    if (asciiWords.length >= 2) {
+        return `${asciiWords[0][0]}${asciiWords[1][0]}`.toUpperCase();
+    }
+    if (asciiWords.length === 1) {
+        return asciiWords[0].slice(0, 2).toUpperCase();
+    }
+    return fallbackLogo.mark;
+};
+
+export const getAgentProviderLogo = (provider?: string, displayName?: string): AgentProviderLogo => {
+    const logo = providerLogos[normalizeProvider(provider)];
+    if (logo) {
+        return logo;
+    }
+    return {
+        ...fallbackLogo,
+        mark: buildFallbackMark(provider, displayName),
+    };
+};
diff --git a/frontend/src/views/ai/agents/agent/config/tabs/channels/openclaw/discord.vue b/frontend/src/views/ai/agents/agent/config/tabs/channels/openclaw/discord.vue
index 19901ff1c43f..ef46a72528a1 100644
--- a/frontend/src/views/ai/agents/agent/config/tabs/channels/openclaw/discord.vue
+++ b/frontend/src/views/ai/agents/agent/config/tabs/channels/openclaw/discord.vue
@@ -44,7 +44,6 @@
 import { reactive, ref } from 'vue';
 import type { FormInstance } from 'element-plus';
 import { ElMessageBox } from 'element-plus';
-import { useMenuManagePermission } from '@/composables/useMenuManagePermission';
 import { useI18n } from 'vue-i18n';
 import { AI } from '@/api/interface/ai';
 import { approveAgentChannelPairing, getAgentDiscordConfig, updateAgentDiscordConfig } from '@/api/modules/ai';
diff --git a/frontend/src/views/ai/agents/agent/config/tabs/channels/openclaw/telegram.vue b/frontend/src/views/ai/agents/agent/config/tabs/channels/openclaw/telegram.vue
index 6d12dd46db68..601d628478f0 100644
--- a/frontend/src/views/ai/agents/agent/config/tabs/channels/openclaw/telegram.vue
+++ b/frontend/src/views/ai/agents/agent/config/tabs/channels/openclaw/telegram.vue
@@ -78,7 +78,6 @@
 import { reactive, ref } from 'vue';
 import type { FormInstance } from 'element-plus';
 import { ElMessageBox } from 'element-plus';
-import { useMenuManagePermission } from '@/composables/useMenuManagePermission';
 import { useI18n } from 'vue-i18n';
 import { AI } from '@/api/interface/ai';
 import { approveAgentChannelPairing, getAgentTelegramConfig, updateAgentTelegramConfig } from '@/api/modules/ai';
diff --git a/frontend/src/views/ai/agents/model/add/index.vue b/frontend/src/views/ai/agents/model/add/index.vue
index f9ea5fb56409..4f44bd4948f6 100644
--- a/frontend/src/views/ai/agents/model/add/index.vue
+++ b/frontend/src/views/ai/agents/model/add/index.vue
@@ -11,7 +11,12 @@
                         :key="item.value"
                         :label="item.label"
                         :value="item.value"
-                    />
+                    >
+                        <div class="provider-option">
+                            <ProviderLogo :provider="item.value" :display-name="item.label" />
+                            <span>{{ item.label }}</span>
+                        </div>
+                    </el-option>
                 </el-select>
             </el-form-item>
             <el-form-item label="API Key" prop="apiKey">
@@ -88,6 +93,7 @@ import i18n from '@/lang';
 import { getAgentProviderDisplayName } from '@/utils/agent';
 import { MsgError } from '@/utils/message';
 import { useGlobalStore } from '@/composables/useGlobalStore';
+import ProviderLogo from '@/components/agent-provider-logo/index.vue';
 
 const emit = defineEmits(['search']);
 
@@ -355,3 +361,19 @@ defineExpose({
     open: openDrawer,
 });
 </script>
+
+<style scoped lang="scss">
+.provider-option {
+    display: inline-flex;
+    align-items: center;
+    gap: 6px;
+    min-width: 0;
+    white-space: nowrap;
+
+    span {
+        overflow: hidden;
+        text-overflow: ellipsis;
+        white-space: nowrap;
+    }
+}
+</style>
diff --git a/frontend/src/views/ai/agents/model/index.vue b/frontend/src/views/ai/agents/model/index.vue
index 0e8a0cf788e6..3921d3f6c0c0 100644
--- a/frontend/src/views/ai/agents/model/index.vue
+++ b/frontend/src/views/ai/agents/model/index.vue
@@ -15,7 +15,13 @@
                     <el-table-column :label="$t('commons.table.name')" prop="name" min-width="200" />
                     <el-table-column :label="$t('aiTools.agents.provider')" prop="provider" width="200">
                         <template #default="{ row }">
-                            {{ getAgentProviderDisplayName(row.provider, row.providerName) }}
+                            <div class="provider-cell">
+                                <ProviderLogo
+                                    :provider="row.provider"
+                                    :display-name="getAgentProviderDisplayName(row.provider, row.providerName)"
+                                />
+                                <span>{{ getAgentProviderDisplayName(row.provider, row.providerName) }}</span>
+                            </div>
                         </template>
                     </el-table-column>
                     <el-table-column label="Base URL" prop="baseUrl" min-width="200" />
@@ -57,6 +63,7 @@ import { deleteAgentAccount, pageAgentAccounts } from '@/api/modules/ai';
 import { AI } from '@/api/interface/ai';
 import AddDialog from '@/views/ai/agents/model/add/index.vue';
 import ModelPoolDialog from '@/views/ai/agents/model/pool/index.vue';
+import ProviderLogo from '@/components/agent-provider-logo/index.vue';
 import { ElMessageBox } from 'element-plus';
 import i18n from '@/lang';
 import { dateFormat } from '@/utils/date';
@@ -177,3 +184,19 @@ onMounted(async () => {
     await search();
 });
 </script>
+
+<style scoped lang="scss">
+.provider-cell {
+    display: inline-flex;
+    align-items: center;
+    gap: 6px;
+    min-width: 0;
+    white-space: nowrap;
+
+    span {
+        overflow: hidden;
+        text-overflow: ellipsis;
+        white-space: nowrap;
+    }
+}
+</style>